Victor Staartjes

Publikationer
Forskningsbidrag
Populärvetenskap och samverkan

Artiklar

Journal article: BRAIN AND SPINE. 2025;:104393
Short-term 30-day adverse events following awake versus asleep deep brain stimulation for movement disorders: a nationwide registry-based study
El-Hajj VG; Nguyen R; Ghaith AK; Staartjes VE; Möhrlen C; Elmi-Terander A; Ali R
Article: EUROPEAN SPINE JOURNAL. 2025;:1-8
High-frequency ultrasonic osteotomy in the treatment of intradural spinal tumors: matched cohort study
Segerlind JP; Staartjes VE; El-Hajj VG; Edstrom E; Elmi-Terander A
Article: NEUROSURGERY. 2025
Minimal Clinically Important Difference and Relative Change in Patient-Reported Outcomes After Surgery for Cervical Spondylotic Myelopathy: A Nationwide Study of 1,700 Patients.
El-Hajj VG; Klukowska AM; Staartjes VE; Atallah E; Babaei D; Bydon M; Gerdhem P; Edström E; Elmi-Terander A
Article: NEUROSURGICAL FOCUS. 2025;59(1):e13
Generation of synthetic CT-like imaging of the spine from biplanar radiographs: comparison of different deep learning architectures
Bottini M; Zanier O; Da Mutten R; Gandia-Gonzalez ML; Edstrom E; Elmi-Terander A; Regli L; Serra C; Staartjes VE
Journal article: SPINE. 2025;50(13):924-931
Sex Differences in Patient-Rated Outcomes After Lumbar Spinal Fusion for Degenerative Disease A Multicenter Cohort Study
Ciobanu-Caraus O; Grob A; Rohr J; Stumpo V; Ricciardi L; Maldaner N; Eversdijk HAJ; Vieli M; Raco A; Miscusi M; Perna A; Proietti L; Lofrese G; Dughiero M; Cultrera F; D'Andrea M; An SB; Ha Y; Amelot A; Cadelo JB; Vinuela-Prieto JM; Gandia-Gonzalez ML; Girod P-P; Lener S; Koegl N; Abramovic A; Laux CJ; Farshad M; O'Riordan D; Loibl M; Galbusera F; Mannion AF; Scerrati A; De Bonis P; Molliqaj G; Tessitore E; Schroeder ML; Stienen MN; Brandi G; Regli L; Serra C; Staartjes VE
Article: EUROPEAN SPINE JOURNAL. 2025;:1-9
Weight change patterns following surgery for cervical spondylosis in overweight and obese individuals: a nationwide longitudinal study
El-Hajj VG; Gustafsson MRV; Clement B; Staartjes VE; Bydon M; Gerdhem P; Elmi-Terander A; Edstrom E
Journal article: CANCER TREATMENT REVIEWS. 2025;139:102981
Surgical tumor volume reduction in patients with brain metastases: A systematic review and meta-analysis.
Stumpo V; Carretta A; Bellomo J; Padevit L; Staartjes V; Maldaner N; Coker P; Fierstra J; Weller M; Rhun EL; Czabanka M; Bozinov O; Regli L; Neidert MC; Serra C; Voglis S
Journal article: OPERATIVE NEUROSURGERY. 2025
Microsurgical Endoscope-Assisted Removal of a Pulvinar Glioma Through a Supracerebellar Transtentorial Approach to the Cisternal Surface of the Thalamus: 2-Dimensional Operative Video.
Zanuttini L; Staartjes VE; Voglis S; Colombo E; Bardelli P; Serra C
Article: EUROPEAN SPINE JOURNAL. 2025;34(7):1-9
Patient-reported outcome measures and satisfaction after laminectomy for degenerative cervical myelopathy in octogenarians: an observational study from the national Swedish spine registry
El-Hajj VG; Staartjes VE; Charalampidis A; Nilsson G; Gerdhem P; Edstrom E; Elmi-Terander A; Akerstedt J
Journal article: OPERATIVE NEUROSURGERY. 2025
AENEAS Project: Live Image-Based Navigation and Roadmap Generation in Endoscopic Neurosurgery Using Machine Vision.
Staartjes VE; Sarwin G; Carretta A; Zoli M; Mazzatenta D; Regli L; Konukoglu E; Serra C; Serra C
Article: ACTA NEUROCHIRURGICA. 2025;167(1):120
Difference in clinical presentation and surgical outcomes in pediatric and adult patients with Chiari malformation type 1: a single center retrospective study
Ohlen E; El-Hajj VG; Staartjes VE; Jabbour P; Edstrom E; Elmi-Terander A
Journal article: MEDICAL IMAGE ANALYSIS. 2025;101:103454
Strategies for generating synthetic computed tomography-like imaging from radiographs: A scoping review
De Wilde D; Zanier O; Da Mutten R; Jin M; Regli L; Serra C; Staartjes VE
Journal article: SPINE JOURNAL. 2025;25(4):696-718
Measurement properties of the 5-repetition sit-to-stand test in patients with lumbar degenerative disorders: COSMIN systematic review
Klukowska AM; Ciobanu-Caraus O; Germans MR; Vandertop WP; Schroder ML; Staartjes VE
Article: NEUROSPINE. 2025;22(1):134-143
The Ever-Evolving Regulatory Landscape Concerning Development and Clinical Application of Machine Intelligence: Practical Consequences for Spine Artificial Intelligence Research
Staartjes VE; Bottini M; Ryu S-J; Terander AE; Voglis S; Maldaner N; Bellut D; Regli L; Serra C; Staartjes VE
Journal article: NEUROIMAGE: REPORTS. 2025;5(1):100233
Fully automated grading of pituitary adenoma.
Da Mutten R; Zanier O; Bottini M; Baumann Y; Ciobanu-Caraus O; Regli L; Serra C; Staartjes VE
Article: SPINE JOURNAL. 2025;25(3):419-428
Machine learning models for predicting dysphonia following anterior cervical discectomy and fusion: a Swedish Registry Study
Buwaider A; El-Hajj VG; Macdowall A; Gerdhem P; Staartjes VE; Edstrom E; Elmi-Terander A
Journal article: EUROPEAN SPINE JOURNAL. 2025;34(3):1107-1114
Estimating the minimum clinically important difference (MCID) of the five-repetition sit-to-stand test in patients with lumbar disc herniation
Klukowska AM; Dol MG; Vandertop WP; Schroder ML; Staartjes VE
Journal article: JOURNAL OF NEUROSURGICAL SCIENCES. 2025;:123-130
Differences between real-world and score-based decision-making in the microsurgical management of patients with unruptured intracranial aneurysms
Huegli S; Staartjes VE; Seboek M; Blum PG; Regli L; Esposito G
Journal article: BRAIN AND SPINE. 2025;5:104156
Knowledge, interest and perspectives on Artificial Intelligence in Neurosurgery. A global survey.
Boaro A; Mezzalira E; Siddi F; Bagattini C; Gabrovsky N; Marchesini N; Broekman M; Sala F; EANS ETIN Task Force
Journal article: ACTA NEUROCHIRURGICA. 2025;167(1):128
Letter to the editor regarding "Is Knosp enough? A novel classification for Acromegaly: a retrospective analysis of cure rates and outcome predictors in a large tertiary centre"
Staartjes VE; Regli L; Serra C
Journal article: NEUROSURGERY. 2025;96(1):e16-e17
In Reply: Safety and Effectiveness of an Enhanced Recovery Protocol in Patients Undergoing Burr Hole Evacuation for Chronic Subdural Hematoma
Staartjes VE; Serra C; Regli L
Journal article: EUROPEAN SPINE JOURNAL. 2024;33(9):3388-3400
Calculation of the minimum clinically important difference (MCID) using different methodologies: case study and practical guide
Klukowska AM; Vandertop WP; Schroeder ML; Staartjes VE
Journal article: EUROPEAN SPINE JOURNAL. 2024;33(9):3534-3544
Multicenter external validation of prediction models for clinical outcomes after spinal fusion for lumbar degenerative disease
Grob A; Rohr J; Stumpo V; Vieli M; Ciobanu-Caraus O; Ricciardi L; Maldaner N; Raco A; Miscusi M; Perna A; Proietti L; Lofrese G; Dughiero M; Cultrera F; D'Andrea M; An SB; Ha Y; Amelot A; Bedia Cadelo J; Vinuela-Prieto JM; Gandia-Gonzalez ML; Girod P-P; Lener S; Koegl N; Abramovic A; Laux CJ; Farshad M; O'Riordan D; Loibl M; Galbusera F; Mannion AF; Scerrati A; De Bonis P; Molliqaj G; Tessitore E; Schroeder ML; Stienen MN; Regli L; Serra C; Staartjes VE
Article: NEUROSURGICAL REVIEW. 2024;47(1):363
A randomized controlled trial of social media promotion in neurosurgical publishing
Vieli M; Battilana B; Alamri A; Rabiei K; Lippa L; Karekezi C; Kolias A; Serra C; Regli L; Mathiesen T; Staartjes VE
Journal article: SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES. 2024;38(7):3672-3683
Machine learning-based preoperative analytics for the prediction of anastomotic leakage in colorectal surgery: a swiss pilot study
Taha-Mehlitz S; Wentzler L; Angehrn F; Hendie A; Ochs V; Wolleb J; Staartjes VE; Enodien B; Baltuonis M; Vorburger S; Frey DM; Rosenberg R; von Flue M; Mueller-Stich B; Cattin PC; Taha A; Steinemann D
Journal article: EUROPEAN SPINE JOURNAL. 2024;33(4):1320-1331
Identifying clusters of objective functional impairment in patients with degenerative lumbar spinal disease using unsupervised learning
Staartjes VE; Klukowska AM; Stumpo V; Vandertop WP; Schroder ML
Journal article: NEUROSPINE. 2024;21(1):57-67
Whole Spine Segmentation Using Object Detection and Semantic Segmentation
Da Mutten R; Zanier O; Theiler S; Ryu S-J; Regli L; Serra C; Staartjes VE
Journal article: NEUROSPINE. 2024;21(1):68-75
TomoRay: Generating Synthetic Computed Tomography of the Spine From Biplanar Radiographs
Zanier O; Theiler S; Da Mutten R; Ryu S-J; Regli L; Serra C; Staartjes VE
Journal article: EUROPEAN SPINE JOURNAL. 2024;33(3):956-963
Predictive value of the five-repetition sit-to-stand test for outcomes after surgery for lumbar disc herniation: prospective study
Klukowska AM; Staartjes VE; Dol M; Vandertop WP; Schroder ML
Journal article: NEUROSURGERY. 2024;95(1):146-157
Safety and Effectiveness of an Enhanced Recovery Protocol in Patients Undergoing Burr Hole Evacuation for Chronic Subdural Hematoma
Staartjes VE; Spinello A; Schwendinger N; Germans MR; Serra C; Regli L
Journal article: NEUROSURGICAL FOCUS. 2024;56(2):e5
From molecular signatures to radiomics: tailoring neurooncological strategies through forecasting of glioma growth
Rauch P; Aichholzer M; Serra C; Zanier O; Staartjes VE; Boehm P; Seyer G; Wagner H; Manakov I; Sonnberger M; Stroh N; Aspalter S; Aufschnaiter-Hiessboeck K; Rossmann T; Leibetseder A; Katletz S; Gruber A; Gmeiner M; Stefanits H
Journal article: ACTA NEUROCHIRURGICA. 2024;166(1):14
A critical moment in machine learning in medicine: on reproducible and interpretable learning
Ciobanu-Caraus O; Aicher A; Kernbach JM; Regli L; Serra C; Staartjes VE
Journal article: BRAIN AND SPINE. 2024;4:103819
A Randomized Controlled Trial of Social Media Promotion in Neurosurgical Publishing
Vieli M; Battilana B; Alamri A; Rabiei K; Lippa L; Karekezi C; Kolias A; Serra C; Regli L; Mathiesen T; Staartjes V
Journal article: BRAIN AND SPINE. 2024;4:103816
Multicenter external validation of prediction models for clinical outcomes after spinal fusion for lumbar degenerative disease
Grob A; Rohr J; Stumpo V; Vieli M; Ciobanu-Caraus O; Ricciardi L; Maldaner N; Raco A; Perna A; Proietti L; Lofrese G; Dughiero M; Cultrera F; D’Andrea M; An SB; Ha Y; Amelot A; Cadelo JB; Viñuela-Prieto JM; Gandía-González ML; Girod P-P; Lener S; Kögl N; Abramovic A; Laux CJ; Farshad M; O'Riordan D; Loibl M; Galbusera F; Mannion AF; Scerrati A; De Bonis P; Molliqaj G; Tessitore E; Stienen M; Regli L; Serra C; Staartjes VE
Journal article: BRAIN AND SPINE. 2024;4:103459
Synthesis of Cranial CT Imaging from Biplanar Radiographs using Deep Learning
Zanier O; Da Mutten R; Ryu S-J; Carretta A; Palandri G; Mazzatenta D; Regli L; Serra C; Staartjes V
Journal article: BRAIN AND SPINE. 2024;4:103810
Training for Microvascular Anastomoses on Perfused Human Placenta Model: Participants’ Performance Time and Quality at Zurich Microsurgery Course
Cavelli M; Colombo E; Höbner L; Watson JA; Staartjes VE; Regli L; Esposito G
Journal article: BRAIN AND SPINE. 2024;4:103523
Automatic Grading of the Zurich Pituitary Score: Using Semantic Segmentation and a Seed-Growing Algorithm
Da Mutten R; Zanier O; Bottini M; Baumann Y; Ciobanu-Caraus O; Regli L; Serra C; Staartjes V
Journal article: BRAIN AND SPINE. 2024;4:103783
Real-time intraoperative depth estimation in transsphenoidal surgery using deep learning
Zanier O; Da Mutten R; Carretta A; Zoli M; Mazzatenta D; Serra C; Regli L; Staartjes VE
Journal article: NEUROSURGICAL REVIEW. 2024;47(1):864
Glioblastoma invasion patterns from a clinical perspective-a systematic review
Percuoco V; Herlin E; Prada F; Riva M; Pessina F; Staartjes VE; Della Pepa GM; Menna G
Journal article: NEURO-ONCOLOGY ADVANCES. 2024;6(1):vdae199
Deep learning-based postoperative glioblastoma segmentation and extent of resection evaluation: Development, external validation, and model comparison
Cepeda S; Romero R; Luque L; Garcia-Perez D; Blasco G; Luppino LT; Kuttner S; Esteban-Sinovas O; Arrese I; Solheim O; Eikenes L; Karlberg A; Perez-Nunez A; Zanier O; Serra C; Staartjes VE; Bianconi A; Rossi LF; Garbossa D; Escudero T; Hornero R; Sarabia R
Journal article: NEUROSURGICAL REVIEW. 2024;47(1):717
Basal cisternostomy as an adjunct to decompressive hemicraniectomy in moderate to severe traumatic brain injury: a systematic review and meta-analysis
Ciobanu-Caraus O; Percuoco V; Hofer A-S; Sebok M; Germans MR; Oertel MF; Regli L; Serra C; Staartjes VE
Journal article: JOURNAL OF NEUROSURGERY. 2024;140(1):104-115
Microsurgical management of midbrain gliomas: surgical results and long-term outcome in a large, single-surgeon, consecutive series
Serra C; Ture H; Firat Z; Staartjes VE; Yaltirik CK; Ekinci G; Sav A; Ture U
Journal article: ENDOCRINE. 2024;83(1):171-177
Automated volumetric assessment of pituitary adenoma
Da Mutten R; Zanier O; Ciobanu-Caraus O; Voglis S; Hugelshofer M; Pangalu A; Regli L; Serra C; Staartjes VE
Journal article: NEUROSPINE. 2023;20(4):1284-1286
Predicting Proximal Junctional Kyphosis After Adult Spinal Deformity Surgery: A Step Towards True "Precision" Medicine?: Commentary on "Development and Validation of an Online Calculator to Predict Proximal Junctional Kyphosis After Adult Spinal Deformity Surgery Using Machine Learning"
Hobner LM; Grob A; Staartjes VE
Article: ACTA NEUROCHIRURGICA. 2023;165(12):3573-3581
Promotion of a neurosurgical academic journal on social media: a 1-year experience
Sorba EL; Staartjes VE; Serra C; Regli L; Alamri A; Rabiei K; Lippa L; Karekezi C; Kolias A; Mathiesen T
Journal article: NEUROSURGICAL FOCUS. 2023;55(6):e11
Early versus delayed mobilization after aneurysmal subarachnoid hemorrhage: a systematic review and meta-analysis of efficacy and safety
Morello A; Spinello A; Staartjes VE; Lo Bue E; Garbossa D; Germans MR; Regli L; Serra C
Journal article: ACTA NEUROCHIRURGICA. 2023;165(12):3821-3824
How we do it: the Zurich Microsurgery Lab technique for placenta preparation
Hobner LM; Staartjes VE; Colombo E; Sebok M; Regli L; Esposito G
Journal article: JOURNAL OF NEURO-ONCOLOGY. 2023;165(2):271-278
Safety of microneurosurgical interventions for superficial and deep-seated brain metastases: single-center cohort study of 637 consecutive cases
Voglis S; Padevit L; van Niftrik CHB; Kalin V; Beyersdorf B; Da Mutten R; Stumpo V; Bellomo J; Sarnthein J; Staartjes VE; Carretta A; Krayenbuehl N; Regli L; Serra C
Journal article: ACTA NEUROCHIRURGICA. 2023;165(9):2445-2460
Influence of gender and sexual hormones on outcomes after pituitary surgery: a systematic review and meta-analysis
Theiler S; Hegetschweiler S; Staartjes VE; Spinello A; Brandi G; Regli L; Serra C
Journal article: NEUROLOGY. 2023;100(12):E1257-E1266
Development and External Validation of a Deep Learning Algorithm to Identify and Localize Subarachnoid Hemorrhage on CT Scans
Thanellas A; Peura H; Lavinto M; Ruokola T; Vieli M; Staartjes VE; Winklhofer S; Serra C; Regli L; Korja M
Journal article: ACTA NEUROCHIRURGICA. 2023;165(2):555-566
DeepEOR: automated perioperative volumetric assessment of variable grade gliomas using deep learning
Zanier O; Da Mutten R; Vieli M; Regli L; Serra C; Staartjes VE
Journal article: BRAIN AND SPINE. 2023;3:101838
Estimating the Minimum Clinically Important Difference of the Five-Repetition Sit-to-Stand Test Post-Operatively in Patients with Lumbar Disc Herniation
Klukowska A; Staartjes VE; Dol MG; Vandertop WP; Schröder ML
Journal article: BRAIN AND SPINE. 2023;3:102018
How we do it: the Zurich Microsurgery laboratory technique for placenta preparation
Staartjes V; Höbner L; Colombo E; Sebök M; Regli L; Esposito G
Journal article: BRAIN AND SPINE. 2023;3:102075
Predictive value of the five-repetition sit-to-stand test for outcomes after surgery for lumbar disc herniation: prospective study
Klukowska A; Staartjes VE; Dol MG; Vandertop WP; Schröder ML
Journal article: BRAIN AND SPINE. 2023;3:102289
Ventricular Volume and Width Quantification using Deep Convolutional Networks Incorporated in a Graphical User Interface
Da Mutten R; Zanier O; Regli L; Serra C; Staartjes V
Journal article: BRAIN AND SPINE. 2023;3:102242
Systematic review of basal cisternostomy as an adjunct to decompressive hemicraniectomy in moderate to severe traumatic brain injury: Preliminary results
Staartjes V; Percuoco V; Ciobanu-Caraus O; Regli L; Serra C
Journal article: BRAIN AND SPINE. 2023;3:102088
COSMIN Measurement Properties of The Five-Repetition Sit-to-Stand Test in Patients with Lumbar Degenerative Disease
Klukowska A; Ciobanu-Caraus O; Staartjes VE; Vandertop WP; Schröder ML
Journal article: BRAIN AND SPINE. 2023;3:102227
Volumetric, facial nerve function, and hearing outcome after vestibular schwannoma surgery: A contemporary case series.
Hornung E; Staartjes V; Krayenbühl N; Huber A; Regli L; Serra C
Journal article: BRAIN AND SPINE. 2023;3:102668
Development and external validation of clinical prediction models for pituitary surgery
Zanier O; Zoli M; Staartjes VE; Alalfi MO; Guaraldi F; Asioli S; Rustici A; Pasquini E; Faustini-Fustini M; Erlic Z; Hugelshofer M; Voglis S; Regli L; Mazzatenta D; Serra C
Journal article: ACTA NEUROCHIRURGICA. 2023;165(1):107-115
Predictors of five-repetition sit-to-stand test performance in patients with lumbar degenerative disease
Klukowska AM; Staartjes VE; Vandertop WP; Schroeder ML
Journal article: BRAIN COMMUNICATIONS. 2022;5(1):fcac336
Meta-topologies define distinct anatomical classes of brain tumours linked to histology and survival
Kernbach JM; Delev D; Neuloh G; Clusmann H; Bzdok D; Eickhoff SB; Staartjes VE; Vasella F; Weller M; Regli L; Serra C; Krayenbuehl N; Akeret K
Journal article: NEUROSURGICAL REVIEW. 2022;45(6):3779-3788
Collagen-bound fibrin sealant (TachoSil®) for dural closure in cranial surgery: single-centre comparative cohort study and systematic review of the literature
Carretta A; Epskamp M; Ledermann L; Staartjes VE; Neidert MC; Regli L; Stienen MN
Journal article: SPINE. 2022;47(23):1637-1644
Comparison of Deep Learning and Classical Machine Learning Algorithms to Predict Postoperative Outcomes for Anterior Cervical Discectomy and Fusion Procedures With State-of-the-art Performance
Rodrigues AJ; Schonfeld E; Varshneya K; Stienen MN; Staartjes VE; Jin MC; Veeravagu A
Journal article: EUROPEAN SPINE JOURNAL. 2022;31(10):2629-2638
FUSE-ML: development and external validation of a clinical prediction model for mid-term outcomes after lumbar spinal fusion for degenerative disease
Staartjes VE; Stumpo V; Ricciardi L; Maldaner N; Eversdijk HAJ; Vieli M; Ciobanu-Caraus O; Raco A; Miscusi M; Perna A; Proietti L; Lofrese G; Dughiero M; Cultrera F; Nicassio N; An SB; Ha Y; Amelot A; Alcobendas I; Vinuela-Prieto JM; Gandia-Gonzalez ML; Girod P-P; Lener S; Koegl N; Abramovic A; Safa NA; Laux CJ; Farshad M; O'Riordan D; Loibl M; Mannion AF; Scerrati A; Molliqaj G; Tessitore E; Schroeder ML; Vandertop WP; Stienen MN; Regli L; Serra C
Journal article: MEDICINE. 2022;101(27):e29267
Sex-related differences in postoperative complications following elective craniotomy for intracranial lesions: An observational study
Brandi G; Stumpo V; Gilone M; Tosic L; Sarnthein J; Staartjes VE; Wang SS-Y; Van Niftrik B; Regli L; Keller E; Serra C
Journal article: GLOBAL SPINE JOURNAL. 2022;12(6):1184-1191
Association of Medical Comorbidities With Objective Functional Impairment in Lumbar Degenerative Disc Disease
Staartjes VE; Joswig H; Corniola MV; Schaller K; Gautschi OP; Stienen MN
Journal article: BRAIN. 2022;145(3):1162-1176
Anatomical phenotyping and staging of brain tumours
Akeret K; Vasella F; Staartjes VE; Velz J; Muller T; Neidert MC; Weller M; Regli L; Serra C; Krayenbuhl N
Journal article: EUROPEAN SPINE JOURNAL. 2022;31(3):604-613
Overweight and smoking promote recurrent lumbar disk herniation after discectomy
Siccoli A; Staartjes VE; Klukowska AM; Muizelaar JP; Schroder ML
Journal article: ENDOCRINE. 2022;75(2):508-515
Machine learning-based clinical outcome prediction in surgery for acromegaly
Zanier O; Zoli M; Staartjes VE; Guaraldi F; Asioli S; Rustici A; Picciola VM; Pasquini E; Faustini-Fustini M; Erlic Z; Regli L; Mazzatenta D; Serra C
Journal article: BRAIN AND SPINE. 2022;2:101539
Development and external validation of clinical prediction models for pituitary surgery
Zanier O; Zoli M; Staartjes VE; Alalfi M; Guaraldi F; Asioli S; Rustici A; Pasquini E; Faustini-Fustini M; Erlic Z; Hugelshofer M; Voglis S; Regli L; Mazzatenta D; Serra C
Journal article: BRAIN AND SPINE. 2022;2:101489
DeepEOR: Automated perioperative volumetric assessment of variable grade gliomas using deep learning
Zanier O; Staartjes VE; Da Mutten R; Vieli M; Regli L; Serra C
Journal article: BRAIN AND SPINE. 2022;2:101487
Meta-topologies define distinct anatomical classes of brain tumors linked to histology and survival
Kernbach JM; Delev D; Neuloh G; Clusmann H; Bzdok D; Eickhoff SB; Staartjes VE; Vasella F; Weller M; Regli L; Serra C; Krayenbühl N; Akeret K
Journal article: BRAIN AND SPINE. 2022;2:101287
Automated volumetric assessment of pituitary adenoma
Da Mutten R; Zanier O; Ciobanu-Caraus O; Voglis S; Hugelshofer M; Pangalu A; Regli L; Serra C; Staartjes VE
Journal article: BRAIN AND SPINE. 2022;2:101255
Anatomical phenotyping and staging of brain tumors
Akeret K; Vasella F; Staartjes VE; Velz J; Müller T; Neidert MC; Weller M; Regli L; Serra C; Krayenbühl N
Journal article: BRAIN AND SPINE. 2022;2:101376
The medicolegal burden in neurosurgery: an analysis of closed malpractice claims in the Netherlands between 2007 and 2017
Dronkers W; Buis D; Amelink Q; Staartjes V; Bouma G-J; Dirven C; Peul W; Vandertop WP; Broekman M; Spoor J
Journal article: BRAIN AND SPINE. 2022;2:100860
Neurosurgery outcomes and complications in a monocentric 7-year patient registry
Sarnthein J; Staartjes VE; Regli L
Journal article: NEUROSPINE. 2021;18(4):760-769
Five-Repetition Sit-to-Stand Test Performance in Healthy Individuals : Reference Values and Predictors From 2 Prospective Cohorts
Klukowska AM; Staartjes VE; Vandertop WP; Schroder ML
Journal article: JOURNAL OF NEUROSURGERY. 2021;135(6):1857-1881
Enhanced Recovery After Surgery strategies for elective craniotomy: a systematic review
Stumpo V; Staartjes VE; Quddusi A; Corniola MV; Tessitore E; Schroder ML; Anderer EG; Stienen MN; Serra C; Regli L
Journal article: NEUROSURGICAL FOCUS. 2021;51(5):e8
Machine learning-augmented objective functional testing in the degenerative spine: quantifying impairment using patient-specific five-repetition sit-to-stand assessment
Staartjes VE; Klukowska AM; Vieli M; van Niftrik CHB; Stienen MN; Serra C; Regli L; Vandertop WP; Schroder ML
Journal article: SPINE JOURNAL. 2021;21(10):1610-1616
Fostering reproducibility and generalizability in machine learning for clinical prediction modeling in spine surgery
Azad TD; Ehresman J; Ahmed AK; Staartjes VE; Lubelski D; Stienen MN; Veeravagu A; Ratliff JK
Journal article: SPINE JOURNAL. 2021;21(10):1687-1699
Predictive modeling of long-term opioid and benzodiazepine use after intradural tumor resection
Jin MC; Ho AL; Feng AY; Zhang Y; Staartjes VE; Stienen MN; Han SS; Veeravagu A; Ratliff JK; Desai AM
Journal article: NEUROSURGICAL REVIEW. 2021;44(5):2689-2696
Influence of dynamic preoperative body mass index changes on patient-reported outcomes after surgery for degenerative lumbar spine disease
Siccoli A; Schroder ML; Staartjes VE
Journal article: NEUROSURGICAL REVIEW. 2021;44(5):2675-2687
Global adoption of robotic technology into neurosurgical practice and research
Stumpo V; Staartjes VE; Klukowska AM; Golahmadi AK; Gadjradj PS; Schroder ML; Veeravagu A; Stienen MN; Serra C; Regli L
Journal article: OPERATIVE NEUROSURGERY. 2021;21(4):242-247
Machine Vision for Real-Time Intraoperative Anatomic Guidance: A Proof-of-Concept Study in Endoscopic Pituitary Surgery
Staartjes VE; Volokitin A; Regli L; Konukoglu E; Serra C
Journal article: PITUITARY. 2021;24(4):644-656
Impact of intraoperative magnetic resonance imaging on gross total resection, extent of resection, and residual tumor volume in pituitary surgery: systematic review and meta-analysis
Staartjes VE; Togni-Pogliorini A; Stumpo V; Serra C; Regli L
Journal article: LANGENBECKS ARCHIVES OF SURGERY. 2021;406(5):1553-1561
Association of a prehabilitation program with anxiety and depression before colorectal surgery: a post hoc analysis of the pERACS randomized controlled trial
Taha A; Taha-Mehlitz S; Staartjes VE; Lunger F; Gloor S; Unger I; Mungo G; Tschuor C; Breitenstein S; Gingert C
Journal article: HEALTHCARE. 2021;9(7):862
Analysis of Factors Relevant to Revenue Enhancement in Hernia Interventions (SwissDRG G09)
Enodien B; Taha-Mehlitz S; Bachmann M; Staartjes VE; Gripp M; Staudner T; Taha A; Frey D
Journal article: BRAIN STRUCTURE & FUNCTION. 2021;226(6):1699-1711
Topographic volume-standardization atlas of the human brain
Akeret K; van Niftrik CHB; Sebok M; Muscas G; Visser T; Staartjes VE; Marinoni F; Serra C; Regli L; Krayenbuhl N; Piccirelli M; Fierstra J
Article: JOURNAL OF NEUROSURGERY. 2021;134(6):1743-1750
Development and external validation of a clinical prediction model for functional impairment after intracranial tumor surgery
Staartjes VE; Broggi M; Zattra CM; Vasella F; Velz J; Schiavolin S; Serra C; Bartek JJ; Fletcher-Sandersjoo A; Forander P; Kalasauskas D; Renovanz M; Ringel F; Brawanski KR; Kerschbaumer J; Freyschlag CF; Jakola AS; Sjavik K; Solheim O; Schatlo B; Sachkova A; Bock HC; Hussein A; Rohde V; Broekman MLD; Nogarede CO; Lemmens CMC; Kernbach JM; Neuloh G; Bozinov O; Krayenbuhl N; Sarnthein J; Ferroli P; Regli L; Stienen MN
Journal article: NEUROSURGICAL REVIEW. 2021;44(3):1503-1511
Diabetes insipidus and syndrome of inappropriate antidiuresis (SIADH) after pituitary surgery: incidence and risk factors
Sorba EL; Staartjes VE; Voglis S; Tosic L; Brandi G; Tschopp O; Serra C; Regli L
Journal article: EUROPEAN SPINE JOURNAL. 2021;30(4):893-898
Association of age with incidence and timing of recurrence after microdiscectomy for lumbar disc herniation
Siccoli A; Schroder ML; Staartjes VE
Journal article: NEUROSPINE. 2021;18(1):98-105
Robot-Guided Transforaminal Versus Robot-Guided Posterior Lumbar Interbody Fusion for Lumbar Degenerative Disease
Staartjes VE; Battilana B; Schroeder ML
Journal article: CUREUS. 2021;13(3):e13637
Intestinal Malrotation Associated With Invagination of the Distal Ileum and Cancer of the Cecum: A Case Report and Literature Review
Taha A; Aniukstyte L; Enodien B; Staartjes V; Taha-Mehlitz S
Article: BRAIN AND SPINE. 2021;1:100304
The association of patient age with postoperative morbidity and mortality following resection of intracranial tumors
Yang Y; Zeitlberger AM; Neidert MC; Staartjes VE; Broggi M; Zattra CM; Vasella F; Velz J; Bartek Jr J; Fletcher-Sandersjoo A; Forander P; Kalasauskas D; Renovanz M; Ringel F; Brawanski KR; Kerschbaumer J; Freyschlag CF; Jakola AS; Sjavik K; Solheim O; Schatlo B; Sachkova A; Bock HC; Hussein A; Rohde V; Broekman MLD; Nogarede CO; Lemmens CMC; Kernbach JM; Neuloh G; Krayenbuehl N; Ferroli P; Regli L; Bozinov O; Stienen MN
Journal article: NEUROSURGICAL FOCUS. 2021;50(1):E13
Magnetic resonance imaging-based synthetic computed tomography of the lumbar spine for surgical planning: a clinical proof-of-concept
Staartjes VE; Seevinck PR; Vandertop WP; van Stralen M; Schroder ML
Journal article: BRAIN AND SPINE. 2021;1:100415
Overweight and smoking are associated with reoperation for recurrent lumbar disc herniation
Siccoli A; Klukowska AM; Staartjes VE; Muizelaar JP; Schröder ML
Journal article: BRAIN AND SPINE. 2021;1:100602
Machine vision for real-time intraoperative anatomical guidance: a proof-of-concept study in endoscopic pituitary surgery
Staartjes VE; Volokitin AM; Regli L; Serra C; Konukoglu E
Journal article: BRAIN AND SPINE. 2021;1:100796
Magnetic resonance imaging–based synthetic computed tomography of the lumbar spine for surgical planning: a clinical proof-of-concept
Staartjes VE; Seevinck PR; van Stralen M; Vandertop WP; Schröder ML
Journal article: BRAIN AND SPINE. 2021;1:100389
Predictors of five-repetition sit-to-stand test performance in patients with lumbar degenerative disease
Klukowska AM; Staartjes VE; Vandertop WP; Schröder ML
Journal article: NEUROSURGERY. 2021;88(2):E150-E156
Development of a Complication- and Treatment-Aware Prediction Model for Favorable Functional Outcome in Aneurysmal Subarachnoid Hemorrhage Based on Machine Learning
Maldaner N; Zeitlberger AM; Sosnova M; Goldberg J; Fung C; Bervini D; May A; Bijlenga P; Schaller K; Roethlisberger M; Rychen J; Zumofen DW; D'Alonzo D; Marbacher S; Fandino J; Daniel RT; Burkhardt J-K; Chiappini A; Robert T; Schatlo B; Schmid J; Maduri R; Staartjes VE; Seule MA; Weyerbrock A; Serra C; Stienen MN; Bozinov O; Regli L
Journal article: ACTA NEUROCHIRURGICA. 2020;162(12):3081-3091
Machine learning in neurosurgery: a global survey
Staartjes VE; Stumpo V; Kernbach JM; Klukowska AM; Gadjradj PS; Schroder ML; Veeravagu A; Stienen MN; van Niftrik CHB; Serra C; Regli L
Journal article: ACTA NEUROCHIRURGICA. 2020;162(11):2759-2765
Development of machine learning-based preoperative predictive analytics for unruptured intracranial aneurysm surgery: a pilot study
Staartjes VE; Seboek M; Blum PG; Serra C; Germans MR; Krayenbuehl N; Regli L; Esposito G
Journal article: PITUITARY. 2020;23(5):543-551
Feasibility of machine learning based predictive modelling of postoperative hyponatremia after pituitary surgery
Voglis S; van Niftrik CHB; Staartjes VE; Brandi G; Tschopp O; Regli L; Serra C
Journal article: NEUROSURGICAL REVIEW. 2020;43(5):1331-1338
Association of maximum back and leg pain severity with objective functional impairment as assessed by five-repetition sit-to-stand testing: analysis of two prospective studies
Staartjes VE; Klukowska AM; Schroeder ML
Journal article: JOURNAL OF NEUROSURGERY. 2020;133(3):855-864
Conflicts of interest in randomized controlled trials reported in neurosurgical journals
Staartjes VE; Klukowska AM; Sorba EL; Schroder ML
Journal article: WORLD NEUROSURGERY. 2020;141:448-454.e6
Medical Student Interest and Recruitment in Neurosurgery
Stumpo V; Latour K; Traylor JI; Staartjes VE; Giordano M; Caccavella VM; Olivi A; Ricciardi L; Signorelli F
Journal article: JOURNAL OF NEUROSURGERY. 2020;133(2):329-335
Neural network-based identification of patients at high risk for intraoperative cerebrospinal fluid leaks in endoscopic pituitary surgery
Staartjes VE; Zattra CM; Akeret K; Maldaner N; Muscas G; van Niftrik CHB; Fierstra J; Regli L; Serra C
Journal article: JOURNAL OF NEURO-ONCOLOGY. 2020;149(1):73-85
Distinct topographic-anatomical patterns in primary and secondary brain tumors and their therapeutic potential
Akeret K; Staartjes VE; Vasella F; Serra C; Fierstra J; Neidert MC; Regli L; Krayenbuhl N
Journal article: CLINICAL CANCER RESEARCH. 2020;26(14):3891
Predicted Prognosis of Pancreatic Cancer Patients by Machine Learning-Letter
Kernbach JM; Staartjes VE
Journal article: JOURNAL OF NEUROSURGERY-SPINE. 2020;33(1):4-11
Objective functional impairment in lumbar degenerative disease: concurrent validity of the baseline severity stratification for the five-repetition sit-to-stand test
Klukowska AM; Schroder ML; Stienen MN; Staartjes VE
Journal article: SPINE JOURNAL. 2020;20(7):1159-1160
Significance of external validation in clinical machine learning: let loose too early?
Staartjes VE; Kernbach JM
Journal article: EUROPEAN SPINE JOURNAL. 2020;29(7):1702-1708
Initial classification of low back and leg pain based on objective functional testing: a pilot study of machine learning applied to diagnostics
Staartjes VE; Quddusi A; Klukowska AM; Schroder ML
Journal article: JOURNAL OF NEUROSURGERY-SPINE. 2020;32(6):985-987
Importance of calibration assessment in machine learning-based predictive analytics
Staartjes VE; Kernbach JM
Journal article: NEUROSURGICAL FOCUS. 2020;48(6):E15
Assessing the surgical outcome of the "chopsticks" technique in endoscopic transsphenoidal adenoma surgery
Serra C; Staartjes VE; Maldaner N; Holzmann D; Soyka MB; Gilone M; Schmid C; Tschopp O; Regli L
Journal article: NEUROSURGICAL FOCUS. 2020;48(6):E5
Machine learning-based prediction of outcomes of the endoscopic endonasal approach in Cushing disease: is the future coming?
Zoli M; Staartjes VE; Guaraldi F; Friso F; Rustici A; Asioli S; Sollini G; Pasquini E; Regli L; Serra C; Mazzatenta D
Journal article: ACTA NEUROCHIRURGICA. 2020;162(6):1287-1295
Multicenter external validation of the Zurich Pituitary Score
Staartjes VE; Serra C; Zoli M; Mazzatenta D; Pozzi F; Locatelli D; D'Avella E; Solari D; Cavallo LM; Regli L
Journal article: ACTA NEUROCHIRURGICA. 2020;162(6):1481
Neurosurgery Oral Board Review
Stumpo V; Staartjes VE
Journal article: ACTA NEUROCHIRURGICA. 2020;162(6):1479-1480
Neurosurgical Review: For Daily Clinical Use and Oral Board Preparation
Staartjes VE; Stumpo V
Journal article: WORLD NEUROSURGERY. 2020;137:496
Letter to the Editor Regarding "Investigating Risk Factors and Predicting Complications in Deep Brain Stimulation Surgery with Machine Learning Algorithms"
Staartjes VE; Kernbach JM
Journal article: JOURNAL OF NEUROSURGERY-SPINE. 2020;33(4):480-489
Normative data of a smartphone app-based 6-minute walking test, test-retest reliability, and content validity with patient-reported outcome measures
Tosic L; Goldberger E; Maldaner N; Sosnova M; Zeitlberger AM; Staartjes VE; Gadjradj PS; Eversdijk HAJ; Quddusi A; Gandia-Gonzalez ML; Sayadi JJ; Desai A; Regli L; Gautschi OP; Stienen MN
Journal article: NEUROSURGICAL FOCUS. 2020;48(4):E4
Safety of the paramedian supracerebellar-transtentorial approach for selective amygdalohippocampectomy
Serra C; Akeret K; Staartjes VE; Ramantani G; Grunwald T; Jokeit H; Bauer J; Krayenbuehl N
Journal article: NEUROSPINE. 2020;17(1):204-212
Timing of Surgery in Tubular Microdiscectomy for Lumbar Disc Herniation and Its Effect on Functional Impairment Outcomes
Siccoli A; de Wispelaere MP; Schroder ML; Staartjes VE
Journal article: JOURNAL OF NEUROSURGERY-SPINE. 2020;32(2):160-167
Association of time to surgery with leg pain after lumbar discectomy: is delayed surgery detrimental?
Siccoli A; Staartjes VE; de Wispelaere MP; Schroeder ML
Journal article: EUROPEAN SPINE JOURNAL. 2020;29(2):374-383
External validation of a prediction model for pain and functional outcome after elective lumbar spinal fusion
Quddusi A; Eversdijk HAJ; Klukowska AM; de Wispelaere MP; Kernbach JM; Schroeder ML; Staartjes VE
Journal article: NEUROIMAGE-CLINICAL. 2020;28:102506
Topographic brain tumor anatomy drives seizure risk and enables machine learning based prediction
Akeret K; Stumpo V; Staartjes VE; Vasella F; Velz J; Marinoni F; Dufour J-P; Imbach LL; Regli L; Serra C; Krayenbuhl N
Journal article: NEUROSPINE. 2019;16(4):654-656
Data Mining in Spine Surgery: Leveraging Electronic Health Records for Machine Learning and Clinical Research
Staartjes VE; Stienen MN
Journal article: JOURNAL OF NEUROSURGERY-SPINE. 2019;31(6):786-793
Reliability of the 6-minute walking test smartphone application
Stienen MN; Gautschi OP; Staartjes VE; Maldaner N; Sosnova M; Ho AL; Veeravagu A; Desai A; Zygourakis CC; Park J; Regli L; Ratliff JK
Journal article: NEUROSURGERY. 2019;85(4):E756-E764
Machine Learning Algorithm Identifies Patients at High Risk for Early Complications After Intracranial Tumor Surgery: Registry-Based Cohort Study
van Niftrik CHB; van der Wouden F; Staartjes VE; Fierstra J; Stienen MN; Akeret K; Seboek M; Fedele T; Sarnthein J; Bozinov O; Krayenbuehl N; Regli L; Serra C
Journal article: SPINE JOURNAL. 2019;19(10):1672-1679
Predictors of loss of follow-up in a prospective registry: which patients drop out 12 months after lumbar spine surgery?
Schroder ML; de Wispelaere MP; Staartjes VE
Journal article: ACTA NEUROCHIRURGICA. 2019;161(10):2107-2115
The Zurich Pituitary Score predicts utility of intraoperative high-field magnetic resonance imaging in transsphenoidal pituitary adenoma surgery
Staartjes VE; Serra C; Maldaner N; Muscas G; Tschopp O; Soyka MB; Holzmann D; Regli L
Journal article: BMJ OPEN. 2019;9(9):e030389
The European Robotic Spinal Instrumentation (EUROSPIN) study: protocol for a multicentre prospective observational study of pedicle screw revision surgery after robot-guided, navigated and freehand thoracolumbar spinal fusion
Staartjes VE; Molliqaj G; van Kampen PM; Eversdijk HAJ; Amelot A; Bettag C; Wolfs JFC; Urbanski S; Hedayat F; Schneekloth CG; Abu Saris M; Lefranc M; Peltier J; Boscherini D; Fiss I; Schatlo B; Rohde V; Ryang Y-M; Krieg SM; Meyer B; Koegl N; Girod P-P; Thome C; Twisk JWR; Tessitore E; Schroeder ML
Journal article: OPERATIVE NEUROSURGERY. 2019;17(3):311-319
A White Matter Fiber Microdissection Study of the Anterior Perforated Substance and the Basal Forebrain: A Gateway to the Basal Ganglia?
Serra C; Akeret K; Maldaner N; Staartjes VE; Regli L; Baltsavias G; Krayenbuehl N
Journal article: SPINE JOURNAL. 2019;19(9):1598
Authors' Response to Letter to Editor: Patient-reported outcomes unbiased by length of follow-up after lumbar degenerative spine surgery: do we need 2 years of follow-up?
Staartjes VE; Siccoli A; de Wispelaere MP; Schroder ML
Journal article: NEUROSURGICAL FOCUS. 2019;47(3):E13
Historical controversies about the thalamus: from etymology to function
Serra C; Guida L; Staartjes VE; Krayenbuhl N; Ture U
Journal article: CUREUS. 2019;11(8):e5332
Safety and Efficacy of Anterior Lumbar Interbody Fusion for Discogenic Chronic Low Back Pain in a Short-stay Setting: Data From a Prospective Registry
Vieli M; Staartjes VE; Eversdjik HAJ; De Wispelaere MP; Oosterhuis JWA; Schroeder ML
Journal article: SPINE JOURNAL. 2019;19(7):1276-1293
Objective measures of functional impairment for degenerative diseases of the lumbar spine: a systematic review of the literature
Stienen MN; Ho AL; Staartjes VE; Maldaner N; Veeravagu A; Desai A; Gautschi OP; Bellut D; Regli L; Ratliff JK; Park J
Journal article: WORLD NEUROSURGERY. 2019;127:576-587.e5
A Systematic Review and Meta-Analysis of Perioperative Parameters in Robot-Guided, Navigated, and Freehand Thoracolumbar Pedicle Screw Instrumentation
Siccoli A; Klukowska AM; Schroder ML; Staartjes VE
Journal article: NEUROSURGICAL FOCUS. 2019;46(5):E5
Machine learning-based preoperative predictive analytics for lumbar spinal stenosis
Siccoli A; de Wispelaere MP; Schroder ML; Staartjes VE
Journal article: SPINE JOURNAL. 2019;19(5):853-861
Deep learning-based preoperative predictive analytics for patient-reported outcomes following lumbar discectomy: feasibility of center-specific modeling
Staartjes VE; de Wispelaere MP; Vandertop WP; Schroder ML
Journal article: ACTA NEUROCHIRURGICA. 2019;161(5):1035-1036
Response to "Going beyond scoring systems for cavernous sinus involvement in trans-sphenoidal pituitary surgery"
Serra C; Staartjes VE; Maldaner N; Muscas G; Akeret K; Holzmann D; Soyka MB; Schmid C; Regli L
Journal article: SPINE JOURNAL. 2019;19(4):637-644
Patient-reported outcomes unbiased by length of follow-up after lumbar degenerative spine surgery: Do we need 2 years of follow-up?
Staartjes VE; Siccoli A; de Wispelaere MP; Schroder ML
Journal article: NEUROSURGICAL FOCUS. 2019;46(4):E7
Improving recovery after elective degenerative spine surgery: 5-year experience with an enhanced recovery after surgery (ERAS) protocol
Staartjes VE; de Wispelaere MP; Schroeder ML
Journal article: EUROPEAN SPINE JOURNAL. 2019;28(4):665-673
Can objective functional impairment in lumbar degenerative disease be reliably assessed at home using the five-repetition sit-to-stand test? A prospective study
Staartjes VE; Beusekamp F; Schroder ML
Journal article: CUREUS. 2019;11(2):e4081
Tandem Disc Herniation of the Lumbar and Cervical Spine: Case Series and Review of the Epidemiological, Pathophysiological and Genetic Literature
Siccoli A; Staartjes VE; De Wispelaere MP; Vergroesen P-PA; Schroder ML
Journal article: ENDOCRINE. 2019;63(2):231-239
Intraoperative unfolding and postoperative pruning of the pituitary gland after transsphenoidal surgery for pituitary adenoma: A volumetric and endocrinological evaluation
Staartjes VE; Stricker S; Muscas G; Maldaner N; Holzmann D; Burkhardt J-K; Seifert B; Schmid C; Serra C; Regli L
Journal article: EUROPEAN GERIATRIC MEDICINE. 2019;10(1):79-88
Is elective degenerative lumbar spine surgery in older adults safe in a short-stay clinic? Data from an institutional registry
Siccoli A; Staartjes VE; de Wispelaere MP; Schroder ML
Journal article: NEUROIMAGE-CLINICAL. 2019;22:101688
Anatomical features of primary brain tumors affect seizure risk and semiology
Akeret K; Serra C; Rafi O; Staartjes VE; Fierstra J; Bellut D; Maldaner N; Imbach LL; Wolpert F; Poryazova R; Regli L; Krayenbuhl N
Journal article: SPINE JOURNAL. 2019;19(1):65-70
Are patient-reported outcome measures biased by method of follow-up? Evaluating paper-based and digital follow-up after lumbar fusion surgery
Schroder ML; de Wispelaere MP; Staartjes VE
Journal article: JOURNAL OF NEUROSURGERY-SPINE. 2019;30(6):860-861
Reappraising role of clinical evaluations in degenerative lumbar spine pathologies Response
Staartjes VE; Schroder ML
Journal article: JOURNAL OF NEUROSURGERY-SPINE. 2018;29(5):611-612
Class imbalance in machine learning for neurosurgical outcome prediction: are our models valid?
Staartjes VE; Schroder ML
Journal article: ACTA NEUROCHIRURGICA. 2018;160(11):2255-2262
Predicting extent of resection in transsphenoidal surgery for pituitary adenoma
Serra C; Staartjes VE; Maldaner N; Muscas G; Akeret K; Holzmann D; Soyka MB; Schmid C; Regli L
Journal article: NEUROSURGICAL FOCUS. 2018;45(5):E12
Utility of deep neural networks in predicting gross-total resection after transsphenoidal surgery for pituitary adenoma: a pilot study
Staartjes VE; Serra C; Muscas G; Maldaner N; Akeret K; van Niftrik CHB; Fierstra J; Holzmann D; Regli L
Journal article: EUROPEAN SPINE JOURNAL. 2018;27(10):2427-2435
Gender differences in degenerative spine surgery: Do female patients really fare worse?
Siccoli A; Staartjes VE; de Wispelaere MP; Schroder ML
Journal article: JOURNAL OF NEUROSURGERY-SPINE. 2018;29(4):380-387
The five-repetition sit-to-stand test: evaluation of a simple and objective tool for the assessment of degenerative pathologies of the lumbar spine
Staartjes VE; Schroeder ML
Journal article: WORLD NEUROSURGERY. 2018;116:e1047-e1053
Recurrent Laryngeal Nerve Palsy Is More Frequent After Secondary than After Primary Anterior Cervical Discectomy and Fusion: Insights from a Registry of 525 Patients
Staartjes VE; de Wispelaere MP; Schroder ML
Journal article: WORLD NEUROSURGERY. 2018;116:433-443.e8
Pedicle Screw Revision in Robot-Guided, Navigated, and Freehand Thoracolumbar Instrumentation: A Systematic Review and Meta-Analysis
Staartjes VE; Klukowska AM; Schroder ML
Journal article: WORLD NEUROSURGERY. 2018;115:460-467.e1
Cardiac Arrest During Spine Surgery in the Prone Position: Case Report and Review of the Literature
Staartjes VE; Schillevoort SA; Blum PG; van Tintelen JP; Kok WE; Schroder ML
Journal article: SPINE JOURNAL. 2018;18(4):558-566
Identifying subsets of patients with single-level degenerative disc disease for lumbar fusion: the value of prognostic tests in surgical decision making
Staartjes VE; Vergroesen P-PA; Zeilstra DJ; Schroeder ML
Journal article: WORLD NEUROSURGERY. 2018;110:E355-E361
Effectiveness of a Decision-Making Protocol for the Surgical Treatment of Lumbar Stenosis with Grade 1 Degenerative Spondylolisthesis
Staartjes VE; Schroder ML
Journal article: PITUITARY. 2017;20(6):654-660
The changing sella: internal carotid artery shift during transsphenoidal pituitary surgery
Serra C; Maldaner N; Muscas G; Staartjes V; Pangalu A; Holzmann D; Soyka M; Schmid C; Regli L
Journal article: WORLD NEUROSURGERY. 2017;107:28-34
Recurrent Lumbar Disc Herniation After Tubular Microdiscectomy: Analysis of Learning Curve Progression
Staartjes VE; de Wispelaere MP; Miedema J; Schroeder ML
Journal article: NEUROSURGICAL FOCUS. 2017;42(5):E12
Revisions for screw malposition and clinical outcomes after robot-guided lumbar fusion for spondylolisthesis
Schroder ML; Staartjes VE
Journal article: GLOBAL SPINE JOURNAL. 2017;7(2 Suppl):2s-189s
Adolescent Scoliosis 1A001: Radiographic Results of Selecting the Touched Vertebra as the Lowest Instrumented Vertebra in Lenke Type 1 (Main Thoracic) & Type 2 (Double Thoracic) Curves at a Minimum 5-year Follow-up
Lenke L; Newton P; Lehman R; Kelly M; Clements D; Errico T; Betz R; Samdani A; Blanke K; Oggiano L; Sessa S; La Rosa G; Guler UO; Ozalay M; Eyvazov K; Senkoylu A; Beyaz S; Pehlivan S; Sekouris N; Soultanis K; Flouda L; Heemskerk J; Wijdicks S; Castelein R; Altena M; Kempen D; Antoniadou N; Samoladas E; Stavridis S; Hatzitaki V; Darnis A; Scemama C; Pascal-Moussellard H; Lee H-J; Ahn J-S; Lee KY; Liu G; Ng JH; Tan J; Humadi A; Chao T; Fisher D; Barmare A; Ahn J-S; Lee H-J; Lee KY; Ahsan K; Awwal MA; Khan SI; Zaman N; Haque MH; Zahangiri Z; Soh J; Lee JC; Shin B-J; Khan S; Ashouri F; Aneiba K; Kuh SU; Ryu D-S; Miwa T; Ohwada T; Sakaura H; Kuroda Y; Oikonomidis S; Siewe J; Sobottke R; Masevnin S; Ptashnikov D; Michailov D; Smekalenkov O; Zaborovskii N; Lapaeva O; Moayeri N; Rampersaud YR; Pahuta M; Scarone P; Venier A; Huscher K; Di Stefano D; Presilla S; Robert T; Reinert M; Reinas R; Kitumba D; Alves OL; Wang D; Miscusi M; Forcato S; Polli FM; Ramieri A; Cimatti M; Costanzo G; Raco A; Vorsic M; Bunc G; Ravnik J; Velnar T; Munigangaiah S; Ockendon M; Balain B; Matsumura A; Namikawa T; Kato M; Yabu A; Faraj S; van Hooff M; Holewijn R; Polly D; Germscheid N; Haanstra T; de Kleuver M; Beckerman D; Berven S; Racine L; Sharf T; Burch S; Deviren V; Tay B; Callahan M; Hu S; La Maida GA; Della Valle A; Ferraro M; Locatelli F; Misaggi B; Karabulut C; Ayhan S; Yuksel S; Nabiyev V; Pellise F; Vila-Casademunt A; Alanay A; Grueso FJSP; Kleinstuck F; Obeid I; Acaroglu E; Group ESS; Zhang Y; White I; Potts E; Mobasser J-P; Chou D; Chachan S; Rahmatullah H; Loo WL; Kumar SD; Schroeder J; Hasharoni A; Itzhayek E; Kaplan L; Cannestra A; Sweeney T; Poelstra K; Schroerlucke S; Guha D; Jakubovic R; Gupta S; Alotaibi N; Kapadia A; Klostranec J; Yang V; Hecht N; Czabanka M; Yassin H; Vajkoczy P; Krishnan V; Shanmuganathan R; Aiyer S; Kanna R; Shetty A; Phang SY; Hobart J; Germon T; Krishnan V; Shanmuganathan R; Aiyer S; Kanna R; Shetty A; Gadjradj P; Arts M; Van Tulder M; Rietdijk W; Peul W; Harhangi B; Sharma A; Singh V; Pai V; Brooks F; Aghayev E; Yau YH; Hohaus C; Seeger J; Meisel HJ; Siegrist K; Holmes C; Ishida W; Elder B; Locke J; Witham T; Song K-S; Ham DW; Elder B; Holmes C; Ishida W; Locke J; Witham T; Ishida W; Holmes C; Elder B; Locke J; Witham T; Buser Z; Drapeau S; Stappenbeck F; Pereira RC; Parhami F; Wang J; Sonawane D; Singahla AP; Zaw AS; Tan B; Kumar N; Nater A; Martin A; Saghal A; Choi D; Fehlings M; Versteeg A; van der Velden J; Eppinga W; Kasperts N; Gerlich S; Verkooijen H; Servalli E; Hes J; van Vulpen M; Oner C; Verlaan J-J; Malamashin D; Komissarov M; Mushkin A; Dubskikh A; Tarkhanov A; Konovalov N; Shevelev I; Pronin I; Kushel Y; Nazarenko A; Golanov A; Zelenkov P; Onoprienko R; Asyutin D; Korolishin V; Zakirov B; Martynova M; Timonin S; Wilson J; Harrop J; Schroeder G; Vaccaro A; Smith J; Arnold P; Fehilngs M; Rusconi A; Freitas-Olim E; Barrey C; Purvis TE; De la Garza-Ramos R; Abu-Bonsrah N; Goodwin CR; Groves ML; Ain MC; Sciubba DM; Yasmeh S; Pannell W; D’Oro A; 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Briski D; King A; Zavatsky J; Smith J; Shaffrey C; Klineberg E; Lafage V; Schwab F; Lafage R; Kim HJ; Hostin R; Mundis G; Gupta M; Liabaud B; Scheer J; Diebo B; Protopsaltis T; Kelly M; Deviren V; Hart R; Burton D; Bess S; Ames C; Gupta M; Diebo B; Protopsaltis T; Hart R; Smith J; Ames C; Lafage R; Scheer J; Kim HJ; Bess S; Burton D; Passias P; Schwab F; Lafage V; Klineber E; Group ISS; Gomez FA; Montero CS; Quintero DM; Carrero WG; Herrera JR; Rodriguez DR; Gadjradj P; Rietdijk W; Harhangi B; Kondo Y; Miyamoto K; Shimizu K; Bhashyam N; De la Garza Ramos R; Nakhla J; Kinon M; Yassari R; Tarawneh A; Alawi S; Janbek O; Hur J-W; Ryu K-S; Kim J-S; Seong J-H; Cho H-J; Chung H-J; Alves OL; Reinas R; Kitumba D; Pagaimo F; Grasso G; Benitez HAS; Rivera MAF; Moga AG; Urbina MC; Hernandez GH; Lavanga V; Marco S; Assietti R; Chin-See-Chong T; Gadjradj P; Boelen R; Harhangi B; Laugesen LA; Paulsen RT; Carreon LY; Ernst C; Andersen MØ; Sembrano J; Zarei V; Bechtold J; Yson S; Ibrahim MF; El-Meshtawy M; Shousha M; Boehm H; Miller E; Hamilton DK; Daniels A; Neuman B; Kebaish K; Scheer J; Smith J; Shaffrey C; Ames C; Zaborovskii N; Ptashnikov D; Mikhaylov D; Smekalenkov O; Masevnin S; De la Garza Ramos R; Nakhla J; Bhashyam N; Nasser R; Jada A; Sciubba D; Yassari R; Proietti L; Barone G; Ricciardi L; Valenzi E; Noia G; Perna A; Giannelli I; Tamburrelli FC; Pithwa Y; Ramieri A; Miscusi M; Polli FM; Costanzo G; Charest-Morin R; Fisher C; Varga PP; Gokaslan Z; Rhines LD; Reynold JJ; Dekutoski MK; Quraishi NA; Bilsky MH; Fehlings MG; Chou D; Germscheid N; Luzatti A; Boriani S; Nater A; Fehlings M; Tetreault L; Kopjar B; Paul A; Dekutoski M; Joel F; Fisher C; France J; Ziya G; Rhines L; Rose P; Saghal A; Schuster J; Vaccaro A; Versteeg A; Sahgal A; Rhines L; Sciubba D; Schuster J; Weber M; Fehlings M; Clarke M; Arnold P; Gokaslan Z; Fisher C; Tumor AKF; Liu G; Hasan MY; Wong H-K; Hussain I; Bazilai O; Reiner A; DiStefano N; Laufer I; Rho YJ; Luzzati A; Alloisio M; Perrucchini G; Cannavò L; Scotto GM; Eallazzi E; Zoccali C; Biagini R; Cariboni U; Kumar N; Tan B; Zaw AS; Lakomkin N; Mistry A; Zuckerman S; Ladner T; Vasquez R; Cheng J; Sun C; Chen Z; La Rosa G; Ruzzini L; Sessa S; Oggiano L; Agnoletto M; Cecchinato R; Redaelli A; Damilano M; Berjano P; Lamartina C; Hong CG; Lee D-H; Cho JH; Alobaid A; Sekouris N; Fligger I; Soultanis K; Karavidas N; Flouda L; Parchi PD; Cutolo F; Andreani L; Carbone M; Ferrari V; Ferrari M; Lisanti M; Curran P; Beckerman D; Burch S; Patkar S
Journal article: INTERNATIONAL ORTHOPAEDICS. 2017;41(1):113-119
Minimally invasive transaxial lumbosacral interbody fusion: a ten year single-centre experience
Zeilstra DJ; Staartjes VE; Schroder ML
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Review: JOURNAL OF NEUROSURGICAL SCIENCES. 2025;69(4):350-361
Generation of synthetic tomographic images from biplanar X-ray: a narrative review of history, methods, and the state of the art.
Alakmeh A; Zanier O; Bottini M; Gandia-Gonzalez ML; Burström G; Edström E; Elmi Terander A; Schonfeld E; Veeravagu A; Regli L; Serra C; Staartjes VE
Letter: NEUROSURGERY. 2025;97(2):e66
In Reply: Traumatic Vertebral Artery Injury After Subaxial Cervical Spine Injuries: Incidence, Risk Factors, and Long-Term Outcomes: A Population-Based Cohort Study
El-Hajj VG; Al-Rikabi IA; Staartjes VE; Elmi-Terander A
Preprint: ARXIV. 2025
Conformal forecasting for surgical instrument trajectory
Sangalli S; Sarwin G; Erdil E; Carretta A; Staartjes V; Serra C; Konukoglu E
Preprint: ARXIV. 2025
Anatomy Might Be All You Need: Forecasting What to Do During Surgery
Sarwin G; Carretta A; Staartjes V; Zoli M; Mazzatenta D; Regli L; Serra C; Konukoglu E
Review: BRAIN AND SPINE. 2025;5:104298
Potential applications of focused ultrasound for spinal cord diseases: a narrative review of preclinical studies
Nguyen R; El-Hajj VG; Battistin U; Habashy KJ; Staartjes VE; Elmi-Terander A; Zhang J; Ghaith AK
Preprint: ARXIV. 2024
Vision-Based Neurosurgical Guidance: Unsupervised Localization and Camera-Pose Prediction
Sarwin G; Carretta A; Staartjes V; Zoli M; Mazzatenta D; Regli L; Serra C; Konukoglu E
Letter: ACTA NEUROCHIRURGICA. 2024;166(1):41
Response to the Letter to the Editor regarding "Promotion of a neurosurgical academic journal on social media: a 1-year experience"
Staartjes VE; Mathiesen T
Book chapter: CELL BIOLOGY AND TRANSLATIONAL MEDICINE, VOL 14: STEM CELLS IN LINEAGE SPECIFIC DIFFERENTIATION AND DISEASE. 2024;p. 383-395
Machine Intelligence in Cerebrovascular and Endovascular Neurosurgery.
Staartjes VE; Zanier O; da Mutten R; Serra C; Regli L
Book chapter: CELL BIOLOGY AND TRANSLATIONAL MEDICINE, VOL 14: STEM CELLS IN LINEAGE SPECIFIC DIFFERENTIATION AND DISEASE. 2024;p. 11-20
Declaration of Computational Neurosurgery.
Di Ieva A; Suero Molina E; Somerville MA; Beheshti A; Staartjes VE; Serra C; Theodore N; Elliott JM; Wesselink EO; Russo C; Pilitsis JG; Bennett CC; Wu S; Hammond FM; Lozano AM; Cusimano MD; Davidson JM; Castellano JF; Okonkwo DO; Arefan D; Lee C-C; Zanier O; Da Mutten R; Matula C; Rutka JT; Pease M; Liu S; Stummer W; Matulionyte R; Yang H; Yuwen C; Cheng X; Fan H; Wang X; Ge Z; Cepeda S; Sheehan JP; Yang JY-M; Hamer RP; Cohen-Gadol A; Hansford JR; Savage G; Sowman PF; Stewart C; Kateb B; Sherif C; Perperidis A; Guller A; Hanft S; D'Amico RS; Sav A; Cong C; Song Y; Nicolosi F; Wiedmann MKH; Barone DG; Noorani I; Magnussen J; Krieg SM; Meling TR; De Ridder D; Lawton MT; Rosenfeld JV
Book chapter: MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION – MICCAI 2024: LECTURE NOTES IN COMPUTER SCIENCE. 2024;p. 736-746
Vision-Based Neurosurgical Guidance: Unsupervised Localization and Camera-Pose Prediction
Sarwin G; Carretta A; Staartjes V; Zoli M; Mazzatenta D; Regli L; Serra C; Konukoglu E
Preprint: ARXIV. 2023
Live image-based neurosurgical guidance and roadmap generation using unsupervised embedding
Sarwin G; Carretta A; Staartjes V; Zoli M; Mazzatenta D; Regli L; Serra C; Konukoglu E
Book chapter: INFORMATION PROCESSING IN MEDICAL IMAGING: LECTURE NOTES IN COMPUTER SCIENCE. 2023;p. 107-118
Live Image-Based Neurosurgical Guidance and Roadmap Generation Using Unsupervised Embedding
Sarwin G; Carretta A; Staartjes V; Zoli M; Mazzatenta D; Regli L; Serra C; Konukoglu E
Book chapter: ROBOTIC AND NAVIGATED SPINE SURGERY. 2023;p. 213-229
15 Artificial Intelligence and Machine Learning in Spine Surgery
Jin M; Schröder M; Staartjes VE
Preprint: RESEARCH SQUARE. 2022
Predictors of five-repetition sit-to-stand test performance in patients with lumbar degenerative disease
Klukowska AM; Staartjes VE; Vandertop WP; Schröder ML
Book chapter: ACTA NEUROCHIRURGICA, SUPPLEMENT. 2022;p. 51-57
Foundations of Feature Selection in Clinical Prediction Modeling.
Staartjes VE; Kernbach JM; Stumpo V; van Niftrik CHB; Serra C; Regli L
Book chapter: ACTA NEUROCHIRURGICA, SUPPLEMENT. 2022;p. 43-50
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part V-A Practical Approach to Regression Problems.
Staartjes VE; Kernbach JM
Book chapter: ACTA NEUROCHIRURGICA, SUPPLEMENT. 2022;p. 33-41
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part IV-A Practical Approach to Binary Classification Problems.
Staartjes VE; Kernbach JM
Book chapter: ACTA NEUROCHIRURGICA, SUPPLEMENT. 2022;p. 23-31
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part III-Model Evaluation and Other Points of Significance.
Staartjes VE; Kernbach JM
Book chapter: ACTA NEUROCHIRURGICA, SUPPLEMENT. 2022;p. 341-347
Radiomic Features Associated with Extent of Resection in Glioma Surgery.
Muscas G; Orlandini S; Becattini E; Battista F; Staartjes VE; Serra C; Della Puppa A
Book chapter: ACTA NEUROCHIRURGICA, SUPPLEMENT. 2022;p. 319-331
Machine Learning and Intracranial Aneurysms: From Detection to Outcome Prediction.
Stumpo V; Staartjes VE; Esposito G; Serra C; Regli L; Olivi A; Sturiale CL
Book chapter: ACTA NEUROCHIRURGICA, SUPPLEMENT. 2022;p. 291-301
Machine Learning in Pituitary Surgery.
Stumpo V; Staartjes VE; Regli L; Serra C
Book chapter: ACTA NEUROCHIRURGICA, SUPPLEMENT. 2022;p. 15-21
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part II-Generalization and Overfitting.
Kernbach JM; Staartjes VE
Book chapter: ACTA NEUROCHIRURGICA, SUPPLEMENT. 2022;p. 7-13
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part I-Introduction and General Principles.
Kernbach JM; Staartjes VE
Book chapter: ACTA NEUROCHIRURGICA, SUPPLEMENT. 2022;p. 125-138
Machine Learning Algorithms in Neuroimaging: An Overview.
Stumpo V; Kernbach JM; van Niftrik CHB; Sebök M; Fierstra J; Regli L; Serra C; Staartjes VE
Book chapter: ACTA NEUROCHIRURGICA, SUPPLEMENT. 2022;p. 1-4
Machine Intelligence in Clinical Neuroscience: Taming the Unchained Prometheus.
Staartjes VE; Regli L; Serra C
Preprint: MEDRXIV. 2021
Machine learning based preoperative analytics for the prediction of anastomotic insufficiency in colorectal surgery: a single-centre pilot study
Taha-Mehlitz S; Wentzler L; Angehrn F; Hendie A; Ochs V; Staartjes VE; von Flüe M; Taha A; Steinemann D
Preprint: MEDRXIV. 2021
Meta-topologies define distinct anatomical classes of brain tumors linked to histology and survival
Kernbach JM; Delev D; Neuloh G; Clusmann H; Bzdok D; Eickhoff SB; Staartjes VE; Vasella F; Weller M; Regli L; Serra C; Krayenbühl N; Akeret K
Preprint: MEDRXIV. 2021
Anatomical phenotyping and staging of brain tumors
Akeret K; Vasella F; Staartjes V; Velz J; Müller T; Neidert MC; Weller M; Regli L; Serra C; Krayenbühl N
Preprint: MEDRXIV. 2021
Topographic volume-standardization atlas of the human brain
Akeret K; Bas van Niftrik CH; Sebök M; Muscas G; Visser T; Staartjes V; Marinoni F; Serra C; Regli L; Krayenbühl N; Piccirelli M; Piccirelli M; Fierstra J
Preprint: ARXIV. 2020
Machine learning-based clinical prediction modeling -- A practical guide for clinicians
Kernbach JM; Staartjes VE
Book chapter: NEUROSURGICAL ATLAS. 2020;p.
Neurosurgery Electives
Habib A; Golahmadi A; Quddusi A; Alghamdi S; Staartjes V; Stumpo V; Cohen-Gadol A
Book chapter: NEUROSURGICAL ATLAS. 2020;p.
Neurosurgery Electives
Habib A; Golahmadi A; Quddusi A; Alghamdi S; Staartjes V; Stumpo V; Cohen-Gadol A
Book chapter: NEUROSURGICAL ATLAS. 2020;p.
Neurosurgery Research
Habib A; Golahmadi A; Quddusi A; Alghamdi S; Staartjes V; Stumpo V; Cohen-Gadol A
Book chapter: NEUROSURGICAL ATLAS. 2020;p.
ECFMG Certification
Habib A; Golahmadi A; Quddusi A; Alghamdi S; Staartjes V; Stumpo V; Cohen-Gadol A
Conference publication: JOURNAL OF NEUROLOGICAL SURGERY PART B-SKULL BASE. 2019;80:s1-s244
Machine Learning-Based Predictive Analytics in Transsphenoidal Surgery for Pituitary Adenoma
Staartjes V; Serra C; Muscas G; Maldaner N; Akeret K; Van Niftrik C; Fierstra J; Regli L
Conference publication: JOURNAL OF NEUROLOGICAL SURGERY PART B-SKULL BASE. 2019;80:s1-s244
Assessing the Rhinologic Outcome of the “Chopsticks” Technique in Endoscopic Transsphenoidal Adenoma Surgery
Serra C; Maldaner N; Staartjes V; Akeret K; Holzmann D; Regli L
Conference publication: JOURNAL OF NEUROLOGICAL SURGERY PART A-CENTRAL EUROPEAN NEUROSURGERY. 2018;79:s1-s27
Machine Learning Algorithm to Predict Early Complications after Brain Tumor Surgery
van Niftrik CHB; van der Wouden F; Staartjes V; Fierstra J; Stienen M; Sebök M; Fedele T; Sarntheim J; Bozinov O; Krayenbühl N; Regli L; Serra C
Conference publication: JOURNAL OF NEUROLOGICAL SURGERY PART A-CENTRAL EUROPEAN NEUROSURGERY. 2018;79:s1-s27
Pituitary Endoscopic Surgery: The Mononostril, Two-Hands Three-Instruments Technique with High Field 3-Tesla MRI
Serra C; Staartjes V; Maldaner N; Holzmann D; Schmid C; Regli L
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Forskningsbidrag

Project AENEAS: Development of an automated, machine-vision based, real-time anatomical identification and surgical guidance software for intraoperative use in endoscopic and microscopic neurosurgery
Swiss National Science Foundation
1 February 2024 - 31 January 2027

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